Few-shot Domain Adaptation by Causal Mechanism Transfer.
Takeshi TeshimaIssei SatoMasashi SugiyamaPublished in: ICML (2020)
Keyphrases
- domain adaptation
- cross domain
- transfer learning
- source domain
- target domain
- semi supervised
- labeled data
- multiple sources
- knowledge transfer
- manifold alignment
- transfer knowledge
- semi supervised learning
- learning tasks
- sentiment classification
- active learning
- unlabeled data
- document classification
- reinforcement learning
- test data
- covariate shift
- co training
- data sets
- k nearest neighbor
- collaborative filtering
- video sequences
- bayesian networks
- learning algorithm